Modelling Spatial Processes The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran's I /

• Κύριος συγγραφέας: Tiefelsdorf, Michael (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2000.
• Έκδοση: 1st ed. 2000.
• Σειρά: Lecture Notes in Earth Sciences, 87
• Θέματα: Geography.; Environmental health.; Econometrics.; Statistics .; Geography, general.; Environmental Health.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

A novel methodology is put forward in this book, which empowers researchers to investigate and identify potential spatial processes among a set of regions. Spatial processes and their underlying functional spatial relationships are commonly observed in the geosciences and related disciplines. Exampl...

Πίνακας περιεχομένων:

• The regression model
• The specification of spatial relations
• Gaussian spatial processes
• The characteristic function
• Numerical evaluation of Imhof's formula
• The exact distribution of Moran's I
• The shape of Moran's I exact distribution
• The moments of Moran's I
• The basic ecological model and spatial setting
• A spatial analysis of the cancer data
• Conclusions.